The people who actually make AI work in real settings are rarely the tech giants; they are the ones a community already trusts. An experienced nurse in long-term care can speak the language of a senior's breathing, and understand instantly when something is amiss. That kind of judgement, formed deep inside a relationship of care itself, is invaluable and can only be learned over time.